Prediction of monthly electric energy consumption using pattern-based fuzzy nearest neighbour regression

Electricity demand forecasting is of important role in power system planning and operation. In this work, fuzzy nearest neighbour regression has been utilised to estimate monthly electricity demands. The forecasting model was based on the pre-processed energy consumption time series, where input and...

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Bibliographic Details
Main Authors: Pełka Paweł, Dudek Grzegorz
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:ITM Web of Conferences
Online Access:https://doi.org/10.1051/itmconf/20171502005